#!/usr/bin/python """ This is an example job submit script for hadoop streaming """ import argparse import sys import os import subprocess sys.path.append('./src/') import rabit_master as master parser = argparse.ArgumentParser(description='Hadoop Streaming submission script') parser.add_argument('-s', '--nslaves', required=True, type=int) parser.add_argument('-hb', '--hadoop_binary', required=True) parser.add_argument('-hs', '--hadoop_streaming_jar', required=True) parser.add_argument('-i', '--input', required=True) parser.add_argument('-o', '--output', required=True) parser.add_argument('-m', '--mapper', required=True) #parser.add_argument('-r', '--reducer', required=False) parser.add_argument('-k', '--nclusters', required=True, type=int) parser.add_argument('-itr', '--iterations', required=True, type=int) args = parser.parse_args() def hadoop_streaming(nslaves, slave_args): cmd = '%s jar %s -input %s -output %s -mapper \"%s stdin %d %d stdout %s\" -reducer /bin/cat -file %s' % (args.hadoop_binary, args.hadoop_streaming_jar, args.input, args.output, args.mapper, args.nclusters, args.iterations, ' '.join(slave_args), args.mapper) print cmd subprocess.check_call(cmd, shell = True) master.submit(args.nslaves, [], fun_submit= hadoop_streaming)